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Spectral clustering of single cells using Siamese nerual network combined with improved affinity matrix 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
作者:  Jiang, Hanjing;  Huang, Yabing;  Li, Qianpeng
收藏  |  浏览/下载：169/0  |  提交时间：2022/06/10
scRNA-seq  Sigmoid kernel  Siamese CNN  improved spectral clustering  
Multicluster Spatial-Spectral Unsupervised Feature Selection for Hyperspectral Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2015, 卷号: 12, 期号: 8, 页码: 1660-1664
作者:  Li, Haichang;  Xiang, Shiming;  Zhong, Zisha;  Ding, Kun;  Pan, Chunhong;  haichang516@gmail.com
浏览  |  Adobe PDF(526Kb)  |  收藏  |  浏览/下载：291/57  |  提交时间：2015/09/17
Clustering  Feature Selection  Hyperspectral  Spatial-spectral  
Context-Aware Hypergraph Construction for Robust Spectral Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 10, 页码: 2588-2597
作者:  Li, Xi;  Hu, Weiming;  Shen, Chunhua;  Dick, Anthony;  Zhang, Zhongfei
收藏  |  浏览/下载：212/0  |  提交时间：2015/08/12
Hypergraph Construction  Spectral Clustering  Graph Partitioning  Similarity Measure  
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 9, 页码: 2138-2150
作者:  Li, Zechao;  Liu, Jing;  Yang, Yi;  Zhou, Xiaofang;  Lu, Hanqing
浏览  |  Adobe PDF(2323Kb)  |  收藏  |  浏览/下载：740/336  |  提交时间：2015/08/12
Feature Selection  Nonnegative Spectral Clustering  Latent Structure  Row-sparsity  
Action recognition using linear dynamic systems 期刊论文
PATTERN RECOGNITION, PATTERN RECOGNITION, 2013, 2013, 卷号: 46, 46, 期号: 6, 页码: 1710-1718, 1710-1718
作者:  Wang, Haoran;  Yuan, Chunfeng;  Luo, Guan;  Hu, Weiming;  Sun, Changyin
浏览  |  Adobe PDF(648Kb)  |  收藏  |  浏览/下载：616/229  |  提交时间：2015/08/12
Linear Dynamic System  Linear Dynamic System  Kernel Principal Angle  Kernel Principal Angle  Multiclass Spectral Clustering  Multiclass Spectral Clustering  Supervised Codebook Pruning  Supervised Codebook Pruning  Action Recognition  Action Recognition  
Approximate pairwise clustering for large data sets via sampling plus extension 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 2, 页码: 222-235
作者:  Wang, Liang;  Leckie, Christopher;  Kotagiri, Ramamohanarao;  Bezdek, James
收藏  |  浏览/下载：184/0  |  提交时间：2015/11/08
Pairwise Data  Selective Sampling  Spectral Clustering  Graph Embedding  Out-of-sample Extension  
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2010, 卷号: 22, 期号: 10, 页码: 1401-1414
作者:  Wang, Liang;  Geng, Xin;  Bezdek, James;  Leckie, Christopher;  Ramamohanarao, Kotagiri
收藏  |  浏览/下载：201/0  |  提交时间：2015/11/08
Clustering  Vat  Cluster Tendency  Spectral Embedding  Out-of-sample Extension  
Unsupervised Active Learning Based on Hierarchical Graph-Theoretic Clustering 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 卷号: 39, 期号: 5, 页码: 1147-1161
作者:  Hu, Weiming;  Hu, Wei;  Xie, Nianhua;  Maybank, Steve
收藏  |  浏览/下载：138/0  |  提交时间：2015/08/12
Active Learning  Dominant-set Clustering  Image And Video Classification  Network Intrusion Detection  Spectral Clustering  
Multiscale stochastic hierarchical image segmentation by spectral clustering 期刊论文
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2007, 卷号: 50, 期号: 2, 页码: 198-211
作者:  Li XiaoBin;  Tian Zheng
收藏  |  浏览/下载：91/0  |  提交时间：2015/11/08
Spectral Clustering  Graph  Multiscale  Random Tree  Image Segmentation  
Spectral clustering based on matrix perturbation theory 期刊论文
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2007, 卷号: 50, 期号: 1, 页码: 63-81
作者:  Zheng, Tian;  Li XiaoBin;  Ju YanWei
收藏  |  浏览/下载：84/0  |  提交时间：2015/11/08
Spectral Clustering  Weight Matrix  Spectrum Of Weight Matrix  Number Of The Clusters  Unsupervised Spectral Clustering Algorithm Based On Weight Matrix